Joint Distribution Optimal Transportation for Domain Adaptation

24 May 2017

Papers citing "Joint Distribution Optimal Transportation for Domain Adaptation"

26 / 126 papers shown

Title
Geometric Dataset Distances via Optimal Transport David Alvarez-Melis Nicolò Fusi OT 90 195 0 07 Feb 2020
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 25 194 0 27 Nov 2019
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 16 1 0 13 Oct 2019
Wasserstein-2 Generative Networks Alexander Korotin Vage Egiazarian Arip Asadulaev Alexander Safin Evgeny Burnaev GAN 131 101 0 28 Sep 2019
Hidden Covariate Shift: A Minimal Assumption For Domain Adaptation Victor Bouvier P. Very C´eline Hudelot C. Chastagnol 19 6 0 29 Jul 2019
Solving graph compression via optimal transport Vikas K. Garg Tommi Jaakkola OT 18 16 0 29 May 2019
Geometric Losses for Distributional Learning A. Mensch Mathieu Blondel Gabriel Peyré 25 15 0 15 May 2019
Minimax estimation of smooth optimal transport maps Jan-Christian Hütter Philippe Rigollet OT 29 28 0 14 May 2019
On Scalable and Efficient Computation of Large Scale Optimal Transport Yujia Xie Minshuo Chen Haoming Jiang T. Zhao H. Zha OT 19 42 0 01 May 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 47 538 0 10 Mar 2019
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 22 160 0 08 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 14 45 0 23 Feb 2019
2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs Amirhossein Taghvaei Amin Jalali 33 43 0 19 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 18 11 0 30 Jan 2019
On Learning Invariant Representation for Domain Adaptation Haiying Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 35 157 0 27 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 15 478 0 16 Jan 2019
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature Franz J. Király Bilal A. Mateen R. Sonabend 23 10 0 18 Dec 2018
An Entropic Optimal Transport Loss for Learning Deep Neural Networks under Label Noise in Remote Sensing Images B. Damodaran Rémi Flamary Vivien Seguy Nicolas Courty NoLa 34 39 0 02 Oct 2018
Unsupervised Domain Adaptation Based on Source-guided Discrepancy Seiichi Kuroki Nontawat Charoenphakdee Han Bao Junya Honda Issei Sato Masashi Sugiyama 6 57 0 11 Sep 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 33 71 0 14 Aug 2018
Towards Optimal Transport with Global Invariances David Alvarez-Melis Stefanie Jegelka Tommi Jaakkola OT 29 71 0 25 Jun 2018
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 61 42 0 23 Jun 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 19 88 0 25 Apr 2018
Causal Generative Domain Adaptation Networks Biwei Huang Kun Zhang Erdun Gao Clark Glymour Dacheng Tao Kayhan Batmanghelich CML OOD TTA 30 21 0 12 Apr 2018
Large-Scale Optimal Transport and Mapping Estimation Vivien Seguy B. Damodaran Rémi Flamary Nicolas Courty Antoine Rolet Mathieu Blondel OT 41 243 0 07 Nov 2017
Domain Adaptation: Learning Bounds and Algorithms Yishay Mansour M. Mohri Afshin Rostamizadeh 179 793 0 19 Feb 2009